Math 413/513 - Linear Algebra I
Dr. Radu C. Cascaval
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Lecture Notes
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Notes
Lecture 1
Mon 8/23
| Introduction. Vector spaces
Lecture 2
Wed 8/25
| Subspaces
Lecture 3
Mon 8/30
| Linear Combinations. Span of a Set
Lecture 4
Wed 9/1
| Linear Dependence and Linear Independence
Lecture 5
Wed 9/8
| Bases and Dimension
Lecture 6
Mon 9/13
| Replacement Theorem
Lecture 7
Wed 9/15
| Linear Transformations
Lecture 8
Mon 9/20
| Matrix Representation of Linear Transformations
Lecture 9
Wed 9/22
| Composition of Linear Transformations.
Lecture 10
Mon 9/27
| Invertible Transformations. Isomorphisms. Rank of a Matrix
Lecture 11
Wed 9/29
| Change of Bases.
Lecture 12
Mon 10/4
| Review for Exam 1
Wed 10/6
| Exam 1
Lecture 13
Mon 10/11
| Eigenvalues and Eigenvectors
Lecture 14
Wed 10/13
| Diagonalizability
Lecture 15
Mon 10/18
| Diagonalizability (cont)
Lecture 16
Wed 10/20
| Cayley - Hamilton Theorem
Lecture 17
Mon 10/25
| Inner Product Spaces
Lecture 18
Wed 10/27
| Gram-Schmidt Ortogonalization
Lecture 19
Mon 11/1
| Gram-Schmidt (cont.) and Applications
Lecture 20
Wed 11/3
| Orthogonal Complement. Orthogonal Projection
Lecture 21
Mon 11/8
| Adjoint of a Linear Transformation
Lecture 22
Wed 11/10
| Normal and Self Adjoint Operators
Lecture 23
Mon 11/15
| Take Home Exam 2. Unitary and Orthogonal Operators
Lecture 24
Wed 11/17
| Orthogonal Projections. Spectral Theorem
Lecture 25
Mon 11/22
| Singular Value Decomposition
Lecture 26
Mon 11/29
| Jordan Canonical Form
Lecture 27
Wed 12/1
| Jordan Canonical Form (cont)
Lecture 28
Mon 12/6
| Polar Decomposition and Jordan Canonical Form (cont)
Lecture 29
Wed 12/8
| Similar Matrices and Minimal Polynomial